Data Scientist - Agentic AI / ML
Core
Develop end-to-end AI solutions, including GenAI and LLM projects, to drive operational excellence and maximize profitability in the semiconductor supply chain.
Role type
Senior IC Data Scientist (Agentic AI / GenAI)
Builds
GenAI architectures, automated processes, and production ML models for material and demand forecasting.
Domain
Semiconductor manufacturing / Supply Chain Analytics
Deliverable
production ML models | product features
Required skills
Agentic AI (agents, reasoning workflows, RAG), LLM fine-tuning, Deep Learning frameworks (PyTorch, Jax, TensorFlow), MLOps, Python, SQL, forecasting libraries
Preferred skills
Plugin-based solution design, embedding-based search systems, material/demand forecasting expertise
Technologies
PyTorch, Jax, TensorFlow, scikit-learn
Responsibilities
Develop difficult analytical models and algorithms from inception to deployment; Direct architects to design GenAI solutions for stakeholders; Use data mining and ML algorithms for historical and real-time data insights; Collaborate with cross-functional teams to gather data on key business drivers impacting future demand.
Seniority
Senior, hands-on IC
